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Automatic counting of retinal ganglion cells in the entire mouse retina based on improved YOLOv5

Jing Zhang Yi-Bo Huo Jia-Liang Yang Xiang-Zhou Wang Bo-Yun Yan Xiao-Hui Du Ru-Qian Hao Fang Yang Juan-Xiu Liu Lin Liu Yong Liu Hou-Bin Zhang

动物学研究(英文)2022，Vol.43Issue(5)：P.738-749,12.

动物学研究(英文)2022，Vol.43Issue(5)：P.738-749,12.DOI:10.24272/j.issn.2095-8137.2022.025

Automatic counting of retinal ganglion cells in the entire mouse retina based on improved YOLOv5

Jing Zhang ¹Yi-Bo Huo ¹Jia-Liang Yang ²Xiang-Zhou Wang ¹Bo-Yun Yan ¹Xiao-Hui Du ¹Ru-Qian Hao ¹Fang Yang ²Juan-Xiu Liu ¹Lin Liu ¹Yong Liu ¹Hou-Bin Zhang²

作者信息

1. MOEMIL Laboratory,School of Optoelectronic Information,University of Electronic Science and Technology of China,Chengdu,Sichuan 610054,China
2. Key Laboratory for Human Disease Gene Study of Sichuan Province,Sichuan Provincial People’s Hospital,University of Electronic Science and Technology of China,Chengdu,Sichuan 610072,China
折叠

摘要

关键词

Retinal ganglion cell/Cell counting/Glaucomatous optic neuropathies/Deep learning/Improved YOLOv5

分类

医药卫生

引用本文复制引用

Jing Zhang,Yi-Bo Huo,Jia-Liang Yang,Xiang-Zhou Wang,Bo-Yun Yan,Xiao-Hui Du,Ru-Qian Hao,Fang Yang,Juan-Xiu Liu,Lin Liu,Yong Liu,Hou-Bin Zhang..Automatic counting of retinal ganglion cells in the entire mouse retina based on improved YOLOv5[J].动物学研究(英文),2022,43(5):P.738-749,12.

基金项目

supported by the National Natural Science Foundation of China (61405028 to J.Z.,81770935 to H.B.Z.) （61405028 to J.Z.,81770935 to H.B.Z.）

Fundamental Research Funds for the Central Universities (University of Electronic Science and Technology of China)(ZYGX2019J053 to J.Z.) （University of Electronic Science and Technology of China）

Department of Science and Technology of Sichuan Province,China (2020YJ0445 to H.B.Z.)。（2020YJ0445 to H.B.Z.）

动物学研究(英文)

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ISSN：2095-8137

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